Contextual Equivalence for a Probabilistic Language with Continuous Random Variables and Recursion.
Mitchell WandRyan CulpepperTheophilos GiannakopoulosAndrew CobbPublished in: CoRR (2018)
Keyphrases
- random variables
- bayesian networks
- conditional probabilities
- graphical models
- probability distribution
- continuous variables
- conditionally independent
- conditional independence
- joint probability distributions
- joint distribution
- probabilistic model
- distribution function
- latent variables
- posterior probability
- independent and identically distributed
- stochastic optimization problems
- datalog programs
- belief networks
- marginal distributions
- contextual information
- generative model
- random vectors
- statistically independent
- conditional probability distributions
- belief propagation
- directed acyclic graph
- deductive databases
- conditional distribution
- natural language
- joint probability distribution
- latent variable models
- failure rate
- exact inference